{"id":"W3200252723","doi":"10.7202/1080453ar","title":"Savoirs de formation et savoir d’expérience : un processus de transformation","year":2021,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005597644,0.0002486137,0.0002404954,0.0001091384,0.0009262857,0.0001792645,0.0002877108,0.000377339,0.0007638807],"category_scores_gemma":[0.001944273,0.0003125099,0.000138551,0.001192722,0.0006538423,0.002022059,0.00001770345,0.0004839359,0.0002203573],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150569,"about_ca_system_score_gemma":0.006888997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006619373,"about_ca_topic_score_gemma":0.001377037,"domain_scores_codex":[0.9957465,0.002170159,0.0005947496,0.0003876719,0.0004552378,0.0006456746],"domain_scores_gemma":[0.9970879,0.001345325,0.0003432996,0.000251459,0.0007308738,0.0002411645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005702012,0.0003712158,0.0005771784,0.0002665938,0.0000316724,0.000001791692,0.7952516,0.0006972881,0.0004043849,0.178371,0.003545072,0.02047651],"study_design_scores_gemma":[0.0007645198,0.00006644356,0.0120123,0.0003621227,0.00008424511,0.00009865729,0.6321138,0.001419937,0.003008723,0.07141232,0.2780911,0.000565824],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5618107,0.007230874,0.07500224,0.2446311,0.01135371,0.0006356594,0.00006797744,0.0002099025,0.09905786],"genre_scores_gemma":[0.9736892,0.00629364,0.008311043,0.005938954,0.001602256,0.0001965118,0.0003269094,0.00003045078,0.003611048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4118785,"threshold_uncertainty_score":0.9999327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1190775553985478,"score_gpt":0.3945235208206461,"score_spread":0.2754459654220983,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}